Dataiku Description
Dataiku serves as a sophisticated platform for data science and machine learning, aimed at facilitating teams in the construction, deployment, and management of AI and analytics projects on a large scale. It enables a diverse range of users, including data scientists and business analysts, to work together in developing data pipelines, crafting machine learning models, and preparing data through various visual and coding interfaces. Supporting the complete AI lifecycle, Dataiku provides essential tools for data preparation, model training, deployment, and ongoing monitoring of projects. Additionally, the platform incorporates integrations that enhance its capabilities, such as generative AI, thereby allowing organizations to innovate and implement AI solutions across various sectors. This adaptability positions Dataiku as a valuable asset for teams looking to harness the power of AI effectively.
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Dataiku Features and Options
Machine Learning Software
Artificial Intelligence Software
Data Analysis Software
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Dataiku User Reviews
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Dataiku - Review Date: Jun 17 2020
Summary: I have recently started using Dataiku for data science projects, the tool is very good. Supports a lot of data sources, and various programming languages. I have used the inbuilt jupyter notes in Dataiku. You can set optimizations as per requirement like you can optimize F1 score or recall or AUC which is a very interesting feature and can be put to great use.
On an overall level, it is a very good tool for data science projects.Positive: (+) Integration with various data sources like snowflake, s3, and many other platforms.
(+) You can code in various languages like python, R, SQL.
(+) Easy to use and adapt and has a very neat interface.
(+) You can create a flowchart of your entire project in a pictorial representation.
(+) Multiple collaborators can work at a time on a single project.Negative: (-) Limited representation (Visualization) capabilities.
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(-) Its inability to compile the entire code into one document.
(-) Reloading of code is an issue (UI Problem).
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